TECHNIQUES DE DEEP LEARNING POUR LA CLASSIFICATION ET LA DETETCION DE PNEUMONIE ON CHEST X-RAY
Dataset Details Dataset Name : Chest X-Ray Images (Pneumonia) Number of Class : 2 Number/Size of Images : Total : 5856 (1.15 Gigabyte (GB)) Training : 5216 (1.07 Gigabyte (GB)) Validation : 624 (42.8 Megabyte (MB))
Model Parameters Machine Learning Library: Keras Base Model : MobileNet && Custom Deep Convolutional Neural Network Optimizers : Adam Loss Function : categorical_crossentropy
For Custom Deep Convolutional Neural Network : Training Parameters Batch Size : 32 Number of Epochs : 10 Training Time : 1 Hours